AI-driven simulation tools are starting to inform how education programs train communication skills that are hard to practice in real settings. BranchED’s simulations for Bibb County teachers are built to replicate realistic parent meetings where discussions can escalate, with feedback loops after each scenario. The design aims to accelerate confidence-building by giving educators repeated practice inside a controlled environment that can mirror a variety of parent personalities and student situations. For educator preparation providers and university education departments, this approach signals that AI-enabled rehearsal may become part of baseline training rather than supplemental enrichment. While the report is focused on K–12 pilot work, the implications extend to higher education through partnerships, professional learning partnerships, and potential model transfer to pre-service teacher education and supervision.